CN110619558A

CN110619558A - Search sorting method, system and equipment for online lodging products

Info

Publication number: CN110619558A
Application number: CN201910883617.5A
Authority: CN
Inventors: 黄润青; 刘一澍; 纪昊宇; 郭庆; 徐驰
Original assignee: Beijing Sankuai Online Technology Co Ltd
Current assignee: BEIJING KUXUN TECHNOLOGY Co.,Ltd.; Beijing Sankuai Online Technology Co Ltd
Priority date: 2019-09-18
Filing date: 2019-09-18
Publication date: 2019-12-27
Anticipated expiration: 2039-09-18
Also published as: CN110619558B

Abstract

The application discloses a searching and sorting method for online lodging products, and belongs to the field of internet products. The method is applied to an OTA system of an online travel agency, and comprises the following steps: receiving an accommodation product search request sent by an OTA client, searching a first group of candidate accommodation products and a second group of candidate accommodation products according to a user account and a geographic position logged in the OTA client, determining at least one top recommended accommodation product from the first group of candidate accommodation products, and determining at least one non-top recommended accommodation product from the second group of candidate accommodation products; and sending the search result to the OTA client. According to the method and the system, the lodging products with the identity members are obtained through the user account and the geographic position information, and the top recommended lodging products are determined, so that the lodging products are recommended to the OTA client side, the user of the OTA client side can directly know the lodging products with the identity members, and the efficiency of selecting the lodging products by the user is improved.

Description

Search sorting method, system and equipment for online lodging products

Technical Field

The application relates to the field of internet products, in particular to a method, a system and equipment for searching and sorting online lodging products.

Background

Online Travel Agencies (OTA) are computer systems that provide Travel consumer reservations or services for Travel products via the internet, referred to as OTA systems. For example, OTA systems provide online hotel reservation services.

The online hotel reservation service is an internet service that merchants provide in cooperation with OTA systems. In a typical hotel reservation scenario, a user uses an OTA client (e.g., a mobile phone with OTA software installed) to send a hotel search request to an OTA system, where the hotel search request carries a user account. After receiving the hotel search request, the OTA system determines hotel labels (price, distance, affiliated business circle and the like) which the user account may like according to the user image corresponding to the user account, and pushes a plurality of candidate hotels conforming to the hotel labels to the OTA client for display.

However, when the user views the plurality of candidate hotels, the user still needs to spend more time selecting the hotel desired to be booked. That is, the OTA client can provide less effective search information.

Disclosure of Invention

In order to increase effective information carried in search information provided by an OAT client and improve the selection efficiency of the search information provided by a user OTA client, the embodiment of the application provides a search sequencing method of online lodging products. The technical scheme is as follows:

in one aspect, an embodiment of the present application provides a search ranking method for online lodging products, which is applied to an OTA system, and the method includes:

receiving an accommodation product search request sent by an OTA client, wherein the accommodation product search request carries a geographic position, and the OTA client logs in a user account;

searching a first set of candidate accommodation products and a second set of candidate accommodation products according to the user account and the geographic location, the first set of candidate accommodation products comprising: the user account has accommodation products with member identities, and the member identities are identities set for the user account by an accommodation product provider in the OTA system; the second set of candidate accommodation products comprises accommodation products of interest to the user account;

determining at least one top recommended lodging product from the first set of candidate lodging products, and at least one non-top recommended lodging product from the second set of candidate lodging products; the top recommended lodging product is a recommended lodging product ranked at the top position in the search result;

sending a search result to the OTA client, the search result comprising the top recommended lodging product ranked at the top position and the non-top recommended lodging product ranked after the top recommended lodging product.

In one aspect, an embodiment of the present application provides a search sorting method for online lodging products, where the method is applied to an OTA client, where the OTA client logs in a user account, and the method includes:

sending an accommodation product search request to an OTA system, wherein the accommodation product search request carries a geographical position;

receiving a search result fed back by the OTA system;

displaying a ranked display list of the search results, the ranked display list including top recommended lodging products ranked at a top position and non-top recommended lodging products ranked after the top recommended lodging products;

the set-top recommended accommodation product comprises an accommodation product of which the user account has a member identity, wherein the member identity is an identity set for the user account by an accommodation product provider in the OTA system; the non-top accommodation products include accommodation products of interest to the user account.

In one aspect, the present application provides a search ranking apparatus for online lodging products, which is applied in an OTA system, and the apparatus includes:

the system comprises a request receiving module, a request receiving module and a request sending module, wherein the request receiving module is used for receiving an accommodation product searching request sent by an OTA client, the accommodation product searching request carries a geographical position, and the OTA client logs in a user account;

a product search module for searching a first group of candidate accommodation products and a second group of candidate accommodation products according to the user account and the geographic location, wherein the first group of candidate accommodation products comprises: the user account has accommodation products with member identities, and the member identities are identities set for the user account by an accommodation product provider in the OTA system; the second set of candidate accommodation products comprises accommodation products of interest to the user account;

a product determination module to determine at least one top recommended lodging product from the first set of candidate lodging products and at least one non-top recommended lodging product from the second set of candidate lodging products; the top recommended lodging product is a recommended lodging product ranked at the top position in the search result;

a result sending module, configured to send a search result to the OTA client, where the search result includes the top recommended lodging product ranked at the top position and the non-top recommended lodging product ranked after the top recommended lodging product.

In one aspect, the present application provides a search sorting apparatus for online lodging products, the apparatus is applied in an OTA client, the OTA client logs in a user account, and the apparatus includes:

the request sending module is used for sending an accommodation product searching request to the OTA system, wherein the accommodation product searching request carries a geographical position;

the result receiving module is used for receiving the search result fed back by the OTA system;

the list display module is used for displaying a sequencing display list of the search results, wherein the sequencing display list comprises top recommended accommodation products sequenced at the forefront position and non-top recommended accommodation products sequenced behind the top recommended accommodation products;

In one aspect, embodiments of the present application provide a computer device comprising a processor and a memory, wherein the memory has at least one instruction, at least one program, a set of codes, or a set of instructions stored therein, which are loaded and executed by the processor to implement the method for search ranking of online lodging products as described in the above one aspect.

In one aspect, the present application provides a computer-readable storage medium, wherein the storage medium stores at least one instruction, at least one program, a set of codes, or a set of instructions, which is loaded and executed by the processor to implement the method for search ranking of online lodging products according to the above aspect.

The technical scheme provided by the embodiment of the application has the following beneficial effects:

searching a first group of candidate accommodation products and a second group of candidate accommodation products according to a user account and a geographic position logged in the OTA client by receiving an accommodation product search request which is sent by the OTA client and carries the geographic position, wherein the first group of candidate accommodation products comprises: the user account has accommodation products of member identity, the member identity is the identity set for the user account for accommodation product provider in OTA system; the second set of candidate accommodation products comprises accommodation products in which the user account is interested; determining at least one top recommended lodging product from the first set of candidate lodging products and at least one non-top recommended lodging product from the second set of candidate lodging products; and sending a search result to the OTA client, wherein the search result comprises top recommended accommodation products ranked at the forefront position and non-top recommended accommodation products ranked behind the top recommended accommodation products. According to the method and the device, the lodging products with the identity members are obtained according to the user account and the geographic position information, and the set-top recommended lodging products are determined from the obtained information, so that the lodging products are recommended to the OTA client, the user using the OTA client can directly know the lodging products with the member identities, the time for the user to select the lodging products is shortened, and the efficiency for the user to select the lodging products is improved.

Drawings

In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.

FIG. 1 is a system diagram illustrating search ranking of online lodging products according to an exemplary embodiment of the present application;

fig. 2 is an interface diagram of an OTA client according to an exemplary embodiment of the present application;

FIG. 3 is a schematic diagram illustrating a user representation composition of a user account according to an exemplary embodiment of the present application;

FIG. 4 is a flowchart of a method for search ranking of online lodging products according to an exemplary embodiment of the present application;

FIG. 5 is a flowchart of a method for search ranking of online lodging products according to an exemplary embodiment of the present application;

fig. 6 is a schematic diagram of an OTA system according to an exemplary embodiment of the present application;

FIG. 7 is a schematic diagram of an interface for presenting search results according to an exemplary embodiment of the present application;

FIG. 8 is a schematic diagram of an interface for presenting search results according to an exemplary embodiment of the present application;

FIG. 9 is a schematic diagram of an interface for presenting search results according to an exemplary embodiment of the present application;

FIG. 10 is a block diagram illustrating an exemplary embodiment of an apparatus for search ranking of online lodging products;

FIG. 11 is a block diagram illustrating an exemplary embodiment of an apparatus for search ranking of online lodging products;

FIG. 12 is a block diagram illustrating a computer device according to an exemplary embodiment of the present application;

fig. 13 is a schematic structural diagram of a computer device according to an exemplary embodiment of the present application.

Detailed Description

To make the objects, technical solutions and advantages of the present application more clear, embodiments of the present application will be described in further detail below with reference to the accompanying drawings. Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present application. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the present application, as detailed in the appended claims.

The scheme provided by the application can be used in a terminal provided with an Online Travel Agency (OTA) client in daily life of people, and people can use the terminal to search the Travel information and obtain the actual scene of the search result. For ease of understanding, some noun terms and application scenarios are first briefly described below.

1) Online Travel Agency (OTA): the online travel agency is a special word in the travel electronic commerce industry, and means that a travel consumer reserves travel products or services to a travel service provider through a network and pays online or offline. That is, each travel subject can perform product marketing or product sale through the network.

2) User Profile (User Profile): user portrayal is also called user role (Persona) and is an effective tool for delineating target users and connecting user appeal and design direction, and the user portrayal is widely applied in various fields. The user portrait can abstract a user's information overview and can be regarded as the basis of application of big data.

3) O2O electric business (Online To Offline): the online business opportunity is combined with the Internet, the Internet is used as a platform for offline transactions, and the online business mode and the offline business mode can be collectively called as O2O E-commerce.

In daily life, people often use an OTA client in a terminal to inquire tour information and make a tour plan of the people in advance. For example, when people need to go out, the terminal can be used for reserving accommodation products (such as hotels, guesthouses, hostels, etc.) in advance.

Referring to fig. 1, a system diagram of search ranking for online lodging products according to an exemplary embodiment of the present application is shown. As shown in fig. 1, the terminal 101 is a terminal installed with an OTA client, and the OTA system 102 may be a server system formed by a server corresponding to the OTA client.

Optionally, the terminal 101 may be a mobile phone, a tablet computer, an e-book reader, smart glasses, a smart watch, an MP3 player (Moving Picture Experts Group Audio Layer III, motion Picture Experts compression standard Audio Layer 3), an MP4 player (Moving Picture Experts Group Audio Layer IV, motion Picture Experts compression standard Audio Layer 4), a notebook computer, a laptop computer, a desktop computer, and the like.

Alternatively, the user may send a request for searching for an online accommodation product to the OTA system 102 through an OTA client installed in the terminal 101, and after receiving the request, the OTA system 102 searches for a corresponding search result in the OTA system and returns the search result to the terminal 101. Referring to fig. 2, which shows an interface schematic diagram of an OTA client according to an exemplary embodiment of the present application, as shown in fig. 2, a terminal interface 200 includes a search box 201, a search result 202, and a filter control 203. The user can input related accommodation product information (such as hotels) in the search box 201, the terminal can send a corresponding request for searching accommodation product information to the corresponding OTA system through the OTA client, after the OTA system receives the request, the OTA system can search according to search keywords carried in the request to obtain search results of a plurality of accommodation product information, and the search results are returned to the OTA client in the terminal, so that the search results are displayed in the terminal. Optionally, the user may click the filtering control in fig. 2 to filter the search result. For example, according to controls such as brand information, rating information, etc. in fig. 2.

In the display process of the interface shown in fig. 2, after receiving the request for searching the information of the accommodation product, the OTA system may search through the user portrait of the user account logged in the OTA client to determine the information (price, distance, belonged business circle, etc.) of the accommodation product that the user account may like when obtaining the search result through the search. That is, the server may search for the lodging product information of the POI (Point of Interest) matching the user account according to the POI attribute in the user portrait.

For example, please refer to fig. 3, which illustrates a user representation composition diagram of a user account according to an exemplary embodiment of the present application. As shown in fig. 3, a rich user profile can be generated by acquiring frequent lodging products, frequently accepted prices, and types of lodging products of the user, and the user can be more comprehensively known through the user profile, so that information of the lodging products in which the user is interested can be easily determined.

Optionally, the OTA system 102 may be a server, or a plurality of servers, or a virtualization platform, or a cloud computing service center. The terminal 101 is connected to the OTA system 102 through a communication network. Alternatively, the communication network may be a wired network or a wireless network.

Optionally, the wireless network or wired network described above uses standard communication techniques and/or protocols. The Network is typically the Internet, but may be any Network including, but not limited to, a Local Area Network (LAN), a Metropolitan Area Network (MAN), a Wide Area Network (WAN), a mobile, wireline or wireless Network, a private Network, or any combination of virtual private networks. In some embodiments, data exchanged over a network is represented using techniques and/or formats including Hypertext Mark-up Language (HTML), Extensible markup Language (XML), and the like. All or some of the links may also be encrypted using conventional encryption techniques such as Secure Socket Layer (SSL), Transport Layer Security (TLS), Virtual Private Network (VPN), Internet protocol Security (IPsec). In other embodiments, custom and/or dedicated data communication techniques may also be used in place of, or in addition to, the data communication techniques described above.

In the search result obtained by the above scheme, the user account in the OTA client may be upgraded to the account of the member authority at any time, for example, when the user opens the specified interface of the OTA client, the OTA client may upgrade the authority of the user account to the member authority, and at this time, how to display the search result in the OTA client where the user account logs in makes the search result conform to the member authority of the user account, and there is no perfect solution at present.

The embodiment of the application provides a searching and sequencing method for on-line lodging products, which can acquire member information of a user account in an OTA client and improve the viewing efficiency of the user on the lodging products of the member information of the user. Referring to fig. 4, a flowchart of a method for searching and ranking online lodging products according to an exemplary embodiment of the present application is shown. The method can be applied to the practical application scenario shown in fig. 1, and is executed by the terminal and the OTA system in fig. 1, as shown in fig. 4, the flowchart may include the following steps:

step 401, the OTA client sends an accommodation product search request to the OTA system, and the accommodation product search request carries the geographic location.

Correspondingly, the OTA system receives an accommodation product search request sent by the OTA client, and the accommodation product search request carries the geographic position. Optionally, the OTA client logs in a user account.

Optionally, the user may send an accommodation product search request to the OTA system through the network according to the OTA client, for example, the user initiates search for accommodation products in the search bar shown in fig. 2, at this time, the OTA client may generate a corresponding accommodation product search request and send the corresponding accommodation product search request to the OTA system through the network, where the sent accommodation product search request carries the geographic location information currently acquired by the OTA client. For example, the OTA client may actively or passively acquire the geographic location of the current terminal when the user opens the OTA client through the positioning system, so that the geographic location may be carried in the lodging product search request. Optionally, the geographic location may be a specific city name, longitude and latitude information, and the like.

Step 402, the OTA system searches a first group of candidate accommodation products and a second group of candidate accommodation products according to the user account and the geographic location, wherein the first group of candidate accommodation products comprises: the user account has accommodation products of member identity, the member identity is the identity set for the user account for accommodation product provider in OTA system; the second set of candidate accommodation products comprises accommodation products in which the user account is interested;

optionally, in this step, the OTA system may search for accommodation products according to the user account and the geographic location, and use a search result of searching for accommodation products according to the user account as a first group of candidate accommodation products, and use a search result of searching for accommodation products according to the geographic location as a second group of candidate accommodation products.

For example, after the OTA client sends a lodging product search request to the OTA system, the OTA system may acquire source information (for example, a user account logged in the OTA client) of the lodging product search request, and the OTA system may search according to the acquired source information (the user account) to acquire a lodging product corresponding to the user account. In this embodiment, the accommodation products are searched under the condition that the user account has the member identity, and a plurality of accommodation products of which the user account has the member identity are obtained.

The OTA system can also obtain the lodging products interested by the surrounding user account according to the geographical position carried by the lodging product search request, optionally, the OTA system can refer to the steps performed according to the user portrait for searching the lodging products interested by the user account, and the steps are not repeated herein. Optionally, the OTA system may perform the acquiring of the first group of candidate accommodation products and the second group of candidate accommodation products simultaneously or sequentially, which is not limited in this embodiment of the application.

Step 403, the OTA system determines at least one top recommended accommodation product from the first set of candidate accommodation products and at least one non-top recommended accommodation product from the second set of candidate accommodation products; the top recommended lodging product is the recommended lodging product ranked at the top position in the search results.

The set-top recommended accommodation product is at least one accommodation product which is in a preset position when a search result is returned to the OTA client. Optionally, the first group of candidate accommodation products searched by the OTA system may be ranked in a first preset ranking manner, and the OTA system may use at least one candidate accommodation product ranked at the top position as a top recommended accommodation product. Similarly, for the second group of candidate lodging products searched by the OTA system, the OTA system may also select at least one candidate recommended lodging product from the at least one candidate lodging product searched as a non-top recommended lodging product, so as to generate the search result according to the top recommended lodging product and the non-top recommended lodging product.

In step 404, the OTA system sends a search result to the OTA client, where the search result includes top recommended lodging products ranked at the top position and non-top recommended lodging products ranked after the top recommended lodging products.

Correspondingly, the OTA client receives the search result sent by the OTA system.

Optionally, after the server completes the search process, the obtained search result may be sent to the OTA client through a network between the OTA client and the server, where the search result includes a search result composed of a top recommended lodging product at the forefront position and a non-top recommended lodging product ordered behind the top recommended lodging product, so that the OTA client in the terminal displays the corresponding ordered lodging products.

In step 405, the OTA client displays the ordered display list of the search results.

The sequencing display list comprises top recommended accommodation products sequenced at the forefront position and non-top recommended accommodation products sequenced behind the top recommended accommodation products. Optionally, the OTA client may generate a corresponding ranking display list for the search result sent by the received OTA system, and render the ranking display list in a specific rendering manner, so that the OTA client displays the top recommended lodging product ranked at the forefront position included in the search result, and the non-top recommended lodging product ranked after the top recommended lodging product.

To sum up, by receiving an accommodation product search request carrying a geographic location sent by an OTA client, searching a first group of candidate accommodation products and a second group of candidate accommodation products according to a user account and the geographic location logged in the OTA client, where the first group of candidate accommodation products includes: the user account has accommodation products of member identity, the member identity is the identity set for the user account for accommodation product provider in OTA system; the second set of candidate accommodation products comprises accommodation products in which the user account is interested; determining at least one top recommended lodging product from the first set of candidate lodging products and at least one non-top recommended lodging product from the second set of candidate lodging products; and sending a search result to the OTA client, wherein the search result comprises top recommended accommodation products ranked at the forefront position and non-top recommended accommodation products ranked behind the top recommended accommodation products. According to the method and the device, the lodging products with the identity members are obtained according to the user account and the geographic position information, and the set-top recommended lodging products are determined from the obtained information, so that the lodging products are recommended to the OTA client, the user using the OTA client can directly know the lodging products with the member identities, the time for the user to select the lodging products is shortened, and the efficiency for the user to select the lodging products is improved.

In a possible implementation manner, the search ranking method of the online lodging products shown in fig. 4 is exemplified by taking at least two of the top recommended lodging products and ranking according to the latest consumption time of the user account as an example. Referring to fig. 5, a flowchart of a method for searching and ranking online lodging products according to an exemplary embodiment of the present application is shown. The method can be applied to the practical application scenario shown in fig. 1, and is executed by the terminal and the OTA system in fig. 1, as shown in fig. 5, the flowchart may include the following steps:

step 501, the OTA client sends an accommodation product search request to the OTA system, and the accommodation product search request carries the geographic location.

Correspondingly, the OTA system receives an accommodation product search request sent by the OTA client, and the accommodation product search request carries the geographic position. Optionally, the OTA client logs in a user account. Optionally, the OTA system and the OTA client may transmit the lodging product search request through an Application Programming Interface (API). Namely, the OTA system obtains the lodging product search request through the API, and after obtaining the lodging product search request, the OTA system can also analyze the lodging product search request to obtain the geographic location carried therein. Optionally, the manner in which the OTA client sends the accommodation product search request to the OTA system may be triggered by the user triggering a corresponding search control in the OTA client, which is not limited in the embodiment of the present application.

Optionally, the OTA system may further determine the current search scenario through the accommodation product search request obtained by the API, and determine a subsequent search mode according to the search scenario. Please refer to fig. 6, which illustrates a schematic structural diagram of an OTA system according to an exemplary embodiment of the present application. As shown in fig. 6, the system comprises an API module 601, a scene recognition module 602, a search ranking module 603, a member system module 604, a member library 605, a transaction system 606, and a search recall module 607. The API module 601 may be configured to receive a request sent by an OTA client, the scenario identification module 602 may be configured to determine a search scenario, the search ranking module 603 may be configured to rank the searched accommodation products, the member system module 604 may be configured to query a membership relationship of each user account stored in the member library 605 in the OTA client, the transaction system 606 may be configured to generate a transaction record between each user account and each accommodation product and store the transaction record in the member library 605, and the search recall module 607 may be configured to generate a search result.

After the OTA system obtains the accommodation product search request through the API module 601, the OTA system may call the scene recognition module 602 in the OTA system, and determine the search scene of the accommodation product searched by the current user through the scene recognition module 602. Taking the search scene including 3 types of landmark search, local empty search and landmark intention as an example, the OTA system can determine which of the search scenes is according to the received lodging product search request.

In a possible implementation manner, after the OTA system receives the lodging product search request sent by the OTA client, when the OTA system analyzes the lodging product search request, if the geographic position is represented by the longitude and latitude coordinates, the OTA system can also determine the geographic position according to the longitude and latitude coordinates, that is, when the longitude and latitude coordinates exist in the lodging product search request sent by the OTA client, the OTA system can determine the geographic position according to the longitude and latitude coordinates. For example, the OTA system may determine the longitude and latitude coordinates as the corresponding geographic location, where the latitude and longitude coordinates (e.g., 31 ° 7 'to 32 ° 2' north latitude, 119 ° 33 'to 120 ° 38' east longitude) of the area where the terminal is located are carried in the accommodation product search request sent by the OTA client.

In one possible implementation, when the OTA system parses the accommodation product search request, if the geographic location is represented by a landmark name, the OTA system may also determine the geographic location according to the landmark name, that is, when the landmark name exists in the accommodation product search request sent by the OTA client, the OTA system may determine the geographic location according to the landmark name. For example, the search request for the accommodation product sent by the OTA client carries a landmark name (e.g., beijing) of an area where the terminal is located, and the OTA system can determine the landmark name "beijing" as the corresponding geographic location.

Step 502, the OTA system searches for a first set of candidate accommodation products and a second set of candidate accommodation products based on the user account and the geographic location, the first set of candidate accommodation products comprising: the user account has accommodation products of member identity, the member identity is the identity set for the user account for accommodation product provider in OTA system; the second set of candidate accommodation products comprises accommodation products in which the user account is interested;

optionally, when the OTA system searches for the first group of candidate accommodation products according to the user account and the geographic location, the OTA system determines an initial screening candidate accommodation product set, in which a distance from the geographic location is smaller than a threshold value, in the candidate accommodation product set; determining a rescreened candidate accommodation product set with the member identity of a user account in the primary screening candidate accommodation product set; and sequencing the rescreened candidate accommodation product set according to the recent consumption time of the user account, and determining the candidate accommodation products sequenced at the top n as a first group of recommended accommodation products.

Optionally, the first group of candidate accommodation products may also include accommodation products in which the user account has a member identity and a history record of accommodation exists. That is, the user account has checked in a certain accommodation product. Optionally, the member identity is an identity automatically created by the OTA system for the user account. The member identity corresponds to the accommodation product provider. The member identity is stored in a member database. Each user account of the accommodation product provider has a member identity, and the member identity of each user account can be the same by way of example; illustratively, the membership identity of each user account may be different. When the membership of each user account is different, the membership may be classified into a plurality of levels or categories, for example, the membership may be classified into a primary membership, a secondary membership, or a gold member, a platinum member, or a large-bed member, a standard-room member, or the like.

Each user account has a corresponding member identity, and when the member identities of the user accounts are different, the member identity is related to the user information or related information of the accommodation product provider in the member information. The information about the accommodation product provider includes: the method comprises the steps of establishing at least one of the time of membership identity, the number of historical orders of user accounts at a lodging product provider, the total electronic money resource number of the historical orders of the user accounts at the lodging product provider, the number of certain lodging products in the historical orders of the user accounts or the total electronic money resource number. The electronic money resource is the money used in OTA systems to book or purchase accommodation products. For example, the electronic money resource required for booking or purchasing the accommodation product is the price of the accommodation product. The order is a report used for recording the behavior of booking or purchasing accommodation products for a certain time by the user account and the related information of the behavior in the OTA system. Illustratively, the order includes at least one of an order generation time, an order number, a user account, user information, member information, accommodation product information of accommodation products reserved or purchased by the user account, a user payment method, and a user payment result.

Optionally, the candidate accommodation product set may be a set corresponding to a certain accommodation product provided by the OTA system developer, for example, the accommodation product provided by the OTA system developer is a hotel, and all hotels cooperating with the developer may be included in the candidate accommodation product set. The OTA system developer can store all the hotels in the database in advance, and when the candidate accommodation product set needs to be determined and screened for the first time, the OTA system can obtain the candidate accommodation product set from the database.

Optionally, the OTA system may filter from the candidate accommodation product set according to the obtained geographic location to determine an initially-filtered candidate accommodation product set. For example, the OTA system can determine a set of prescreened candidate accommodation products that are less than a threshold distance from the geographic location, where the threshold can be preset by a developer. Taking the geographic position as "Beijing" and the threshold value as 50 kilometers as an example, all hotels within 50 kilometers of the circumference of the "Beijing" can be determined as the initial screening candidate accommodation product set at this time by the OTA system.

After the OTA system obtains the primary screening candidate accommodation product set, each accommodation product set with the user account number having the member identity is determined from the primary screening candidate accommodation product set according to the user account number logged in the OTA client, and the accommodation product set is determined as the rescreening candidate accommodation product set. For example, a first user account is logged in the OTA client, the OTA system sets a member identity for the first user account for a first hotel, a second hotel and a third hotel, the first user sends a lodging product search request to the OTA system through the steps, at this time, if the first hotel, the second hotel and the third hotel are included in the first screened candidate lodging product set, the OTA system can determine the first hotel, the second hotel and the third hotel with the member identity from the first screened candidate lodging product set according to the first user account, and determine the first hotel, the second hotel and the third hotel as a rescreened candidate lodging product set.

Optionally, the OTA system may also sort the rescreened candidate lodging product set according to the recent consumption time of the user account, and determine the candidate lodging products sorted in the top n digits as the first group of recommended lodging products. The value of n may also be preset by a developer. For example, the member library shown in fig. 6 may further store transaction records, and the OTA system may further determine, according to the consumption time of the transaction record of the user account, a transaction record conforming to the latest consumption time, and determine a corresponding lodging product in the transaction record, thereby sorting the rescreened set of candidate lodging products. For example, the hotel one, the hotel two and the hotel three are set of candidate accommodation products for rescreening, and the member stock stores transaction records of a plurality of time points of the three hotels. Please refer to table 1, which shows a schematic table of transaction records stored in a member library according to an embodiment of the present application.

User account number one	Hotel	Accommodation time
			User account number one	Hotel one	2019-07-07 to 2019-07-08
User account number one	Hotel 2	2019-06-07 to 2019-06-08
			User account number one	Hotel one	2019-05-07 to 2019-05-08
User account number one	Hotel three	2019-04-07 to 2019-04-08
			User account number one	Hotel 2	2019-03-07 to 2019-03-08
……	……	……

TABLE 1

As can be seen from table 1, a user account corresponding to the transaction record shown in table 1 may be stored in the member library, and when the OTA system may sort the rescreened candidate lodging product set through the table, the candidate lodging products sorted in the top n digits are determined as the first group of recommended lodging products. For example, the OTA system may sort the rescreened candidate accommodation product set of the user account one according to table 1, and the obtained sorting results are hotel one, hotel two, and hotel three. If n is 2, the first set of recommended lodging products is hotel one and hotel two.

Optionally, when the OTA system searches for the second group of candidate accommodation products according to the user account and the geographic location, the OTA system determines an initial screening candidate accommodation product set, in which a distance from the geographic location is smaller than a threshold value, in the candidate accommodation product set; in the primary screening candidate accommodation product set, determining a rescreened candidate accommodation product set which is interested by the user account according to the user portrait of the user account; and sequencing the rescreened candidate accommodation product set according to a sequencing model, and determining the candidate accommodation products sequenced at the top m as a second group of recommended accommodation products.

The candidate accommodation product set may also be pre-stored in the database with reference to the above optional manner, and the OTA system may also determine, in the candidate accommodation product set, the initially screened candidate accommodation product set whose distance from the geographic location is smaller than the threshold with reference to the above optional manner, which is not described herein again. Optionally, the member library in the OTA system may further have a user portrait function of storing the user account, and when the OTA system needs to use the user portrait of the user account to determine to rescreen the set of candidate accommodation products, the OTA system may obtain the user portrait of the user account, so as to filter the set of candidate accommodation products. Please refer to table 2, which shows a schematic table of correspondence between user accounts and user images stored in a member library according to an embodiment of the present application.

User account	User representation
		User account number one	User portrait one
User account number two	User representation two
		User account number three	User portrait three
……	……

TABLE 2

The table 2 can be stored in the member library in advance, and the OTA system can directly use the corresponding user portrait, so that the candidate accommodation product set is screened according to the user portrait, and the screened candidate accommodation product set is determined.

Optionally, after obtaining the rescreened candidate accommodation product set, the OTA system may sort the rescreened candidate accommodation product set according to a sorting model, where the sorting model may be a single-time search sorting model obtained based on a certain algorithm model, that is, an algorithm model corresponding to the sorting model is provided in the OTA system, and the OTA system directly sorts the obtained rescreened candidate accommodation product set, and determines candidate accommodation products sorted in the top m places as a second group of recommended accommodation products through the algorithm model. Optionally, the value of n may also be preset by a developer.

Step 503, the OTA system determines at least one top recommended accommodation product from the first set of candidate accommodation products and at least one non-top recommended accommodation product from the second set of candidate accommodation products; the top recommended lodging product is the recommended lodging product ranked at the top position in the search results.

For the first group of candidate accommodation products and the second group of candidate accommodation products obtained by the OTA system, the OTA system can select at least one top recommended accommodation product from the first group of candidate accommodation products and select at least one non-top recommended accommodation product from the second group of candidate accommodation products. And placing the selected at least one top recommended accommodation product in the search result for recommendation. For example, the first group of candidate accommodation products obtained by the OTA system are hotel one, hotel three and hotel six, the second group of candidate accommodation products are hotel two, hotel four and hotel five, the OTA system can select hotel three as a set recommended accommodation product from the first group of candidate accommodation products, and select hotel two as a non-set recommended accommodation product from the second group of candidate accommodation products.

And step 504, the OTA system sends a search result to the OTA client, wherein the search result comprises top recommended accommodation products ranked at the forefront position and non-top recommended accommodation products ranked behind the top recommended accommodation products.

Optionally, the OTA system may send the search result to the OTA client according to the search recall module 607, so that the OTA client obtains the returned result of the accommodation product search request sent this time. Reference is now made to FIG. 7, which is a diagram illustrating an interface for presenting search results according to an exemplary embodiment of the present application. As shown in fig. 7, the terminal interface 700 includes a set-top recommended lodging product 701 and a non-set-top recommended lodging product 702. The top recommended lodging products 701 may be recommended at the top of the returned results with the non-top recommended lodging products 702 arranged in order below. Optionally, when the OTA system determines at least two top recommended lodging products from the first group of candidate lodging products, the top recommended lodging products 701 displayed in the terminal interface 700 may be several top recommended lodging products 701 at the front positions, for example, when the OTA system determines two top recommended lodging products from the first group of candidate lodging products, then the top recommended lodging products 701 displayed in the terminal interface 700 may be the top recommended lodging products at the front two positions, and the other recommended lodging products are non-top recommended lodging products.

And 505, acquiring the member activity by the OTA system, wherein the member activity is the activity that the member identity has the preset authority in the top recommended lodging product.

That is, when the user account has a membership, the OTA system can acquire the activity that the membership has a predetermined right in the top recommended lodging product. In one possible implementation manner, the OTA system may also obtain the member activities of the corresponding accommodation products when obtaining the member identities of the user accounts. For example, the first user account has a member identity, and when the hotel has a member activity of "member is preferred to live at this night by 3 discount" for the member identity of the first user account, the OTA system can obtain the member activity through the first user account. Optionally, the predetermined authority may correspond to a member level, for example, the member level one corresponds to a member activity of "member having a preference of 3 is preferred for entering the hotel one this night", the member level two corresponds to a member activity of "member having a preference of 1 is preferred for entering the hotel two this night", and the like.

In step 506, the OTA system adds the employee activity to the location corresponding to the top recommended lodging product in the search results.

Optionally, the OTA system puts the obtained activity tags of the member activities in the search results to the specified positions in the form of a list. Referring to fig. 8, an interface diagram for presenting search results according to an exemplary embodiment of the present application is shown. As shown in fig. 8, a set-top recommended lodging product 801 and a non-set-top recommended lodging product 802 are included in the terminal interface 800. The location where the top recommended lodging 801 is displayed also includes an activity label 803.

In step 507, the OTA client displays the ordered display list of the search results.

The sequencing display list comprises top recommended accommodation products sequenced at the forefront position and non-top recommended accommodation products sequenced behind the top recommended accommodation products. That is, the OTA client may display the search results in the form of a list as shown in fig. 7 or fig. 8 as described above, and the user may view detailed information of the accommodation product by clicking the corresponding accommodation product in the OTA client. Optionally, if the search result is displayed in the form of an icon, the OTA client may also display the ordered display icon of the search result. Referring to fig. 9, an interface diagram for presenting search results according to an exemplary embodiment of the present application is shown. As shown in fig. 9, the terminal interface 900 includes a set-top recommended accommodation product 901 and a non-set-top recommended accommodation product 902. The location where the top recommended lodging product 901 is displayed also contains an activity label 903. The user can view the accommodation product by clicking the corresponding icon in the OTA client. The embodiment of the present application does not limit the specific form of the ranking presentation of the search results.

The following are embodiments of the apparatus of the present application that may be used to perform embodiments of the method of the present application. For details which are not disclosed in the embodiments of the apparatus of the present application, reference is made to the embodiments of the method of the present application.

Fig. 10 is a block diagram illustrating a search ranking apparatus for an online lodging product according to an exemplary embodiment of the present application. The search ranking apparatus for online lodging products can be used in the OTA system shown in fig. 1 to perform all or part of the steps performed by the OTA system in the methods shown in fig. 4 or fig. 5 corresponding to the embodiments. The search ranking device for the online lodging products can comprise the following modules:

a request receiving module 1001, configured to receive an accommodation product search request sent by an OTA client, where the accommodation product search request carries a geographic location, and the OTA client logs in a user account;

a product search module 1002, configured to search a first group of candidate accommodation products and a second group of candidate accommodation products according to the user account and the geographic location, where the first group of candidate accommodation products includes: the user account has accommodation products with member identities, and the member identities are identities set for the user account by an accommodation product provider in the OTA system; the second set of candidate accommodation products comprises accommodation products of interest to the user account;

a product determination module 1003 for determining at least one top recommended lodging product from the first set of candidate lodging products and at least one non-top recommended lodging product from the second set of candidate lodging products; the top recommended lodging product is a recommended lodging product ranked at the top position in the search result;

a result sending module 1004 for sending search results to the OTA client, the search results including the top recommended lodging product ranked at the top position and the non-top recommended lodging product ranked after the top recommended lodging product.

Optionally, the product searching module 1002 includes: a first prescreening set determining unit, a first rescreening set determining unit and a first product determining unit;

the first primary screening set determining unit is used for determining a primary screening candidate accommodation product set of which the distance from the geographic position is smaller than a threshold value in the candidate accommodation product set;

a first rescreening set determining unit, configured to determine, in the primary screening candidate accommodation product set, a rescreening candidate accommodation product set in which the user account has a member identity;

and the first product determining unit is used for sequencing the rescreened candidate accommodation product set according to the latest consumption time of the user account, and determining the candidate accommodation products sequenced at the top n as the first group of recommended accommodation products.

Optionally, the product searching module 1002 includes: a second prescreening set determining unit, a second rescreening set determining unit and a second product determining unit;

the second primary screening set determining unit is used for determining a primary screening candidate accommodation product set of which the distance from the geographic position is smaller than a threshold value in the candidate accommodation product set;

a second rescreened set determining unit, configured to determine, in the initially screened set of candidate accommodation products, a rescreened set of candidate accommodation products in which the user account is interested according to the user portrait of the user account;

and the second product determining unit is used for sequencing the rescreened candidate accommodation product set according to a sequencing model, and determining the candidate accommodation products sequenced at the top m as the second group of recommended accommodation products.

Optionally, the apparatus further comprises:

the activity acquisition module is used for acquiring member activities, wherein the member activities are activities that the member identities have preset authority in the set top recommended accommodation products;

and the activity adding module is used for adding the member activity to the position corresponding to the top recommended accommodation product in the search result.

Optionally, the apparatus further comprises: a first position determination module or a second position determination module;

the first position determining module is used for determining the geographic position according to the longitude and latitude coordinates when the longitude and latitude coordinates exist in the lodging product searching request;

and the second position determining module is used for determining the geographic position according to the landmark name when the landmark name exists in the lodging product searching request.

Fig. 11 is a block diagram illustrating a search ranking apparatus for an online lodging product according to an exemplary embodiment of the present application. The search ranking apparatus for online lodging products can be used in the OTA client shown in fig. 1 to perform all or part of the steps performed by the OTA client in the methods shown in fig. 4 or fig. 5 corresponding to the embodiments. The search ranking device for the online lodging products can comprise the following modules:

a request sending module 1101, configured to send an accommodation product search request to an OTA system, where the accommodation product search request carries a geographic location;

a result receiving module 1102, configured to receive a search result fed back by the OTA system;

a list display module 1103, configured to display a sorted display list of the search results, where the sorted display list includes top recommended accommodation products sorted at a top position and non-top recommended accommodation products sorted after the top recommended accommodation products;

Optionally, the number of the top recommended lodging products is at least two, and the top recommended lodging products are sorted according to the latest consumption time of the user account.

Optionally, the top recommended accommodation product further includes a membership activity, and the membership activity is an activity that the membership identity has a predetermined right in the top recommended accommodation product.

It should be noted that: in the search and ranking device for online lodging products provided in the above embodiment, when the above steps are performed, only the division of the above function modules is taken as an example, in practical applications, the function distribution may be completed by different function modules according to needs, that is, the internal structure of the device is divided into different function modules, so as to complete all or part of the above described functions. In addition, the method embodiments of the voice service providing device box terminal and the voice service providing method provided by the above embodiments belong to the same concept, and specific implementation processes thereof are detailed in the method embodiments and are not described herein again.

Fig. 12 is a block diagram illustrating a computer device according to an exemplary embodiment of the present application. The computer device 1200 may be a user terminal, such as a smart phone, a tablet computer, an MP3 player (Moving Picture Experts group Audio Layer III, motion video Experts compression standard Audio Layer 3), an MP4 player (Moving Picture Experts group Audio Layer IV, motion video Experts compression standard Audio Layer 4), a laptop computer, or a desktop computer. Computer device 1200 may also be referred to by other names such as user equipment, portable terminals, laptop terminals, desktop terminals, and the like.

Generally, computer device 1200 includes: a processor 1201 and a memory 1202.

The processor 1201 may include one or more processing cores, such as a 4-core processor, an 8-core processor, or the like. The processor 1201 may be implemented in at least one hardware form of a DSP (Digital Signal Processing), an FPGA (Field-Programmable Gate Array), and a PLA (Programmable Logic Array). The processor 1201 may also include a main processor and a coprocessor, where the main processor is a processor for processing data in an awake state, and is also called a Central Processing Unit (CPU); a coprocessor is a low power processor for processing data in a standby state. In some embodiments, the processor 1201 may be integrated with a GPU (Graphics Processing Unit) that is responsible for rendering and drawing content that the display screen needs to display. In some embodiments, the processor 1201 may further include an AI (Artificial Intelligence) processor for processing a computing operation related to machine learning.

Memory 1202 may include one or more computer-readable storage media, which may be non-transitory. Memory 1202 may also include high-speed random access memory, as well as non-volatile memory, such as one or more magnetic disk storage devices, flash memory storage devices. In some embodiments, a non-transitory computer readable storage medium in memory 1202 is used to store at least one instruction for execution by processor 1201 to implement a virtual object control method in a virtual scene as provided by method embodiments herein.

In some embodiments, the computer device 1200 may further optionally include: a peripheral interface 1203 and at least one peripheral. The processor 1201, memory 1202, and peripheral interface 1203 may be connected by a bus or signal line. Various peripheral devices may be connected to peripheral interface 1203 via a bus, signal line, or circuit board. Specifically, the peripheral device includes: at least one of radio frequency circuitry 1204, touch display 1205, camera 1206, audio circuitry 1207, pointing component 1208, and power source 1209.

The peripheral interface 1203 may be used to connect at least one peripheral associated with I/O (Input/Output) to the processor 1201 and the memory 1202. In some embodiments, the processor 1201, memory 1202, and peripheral interface 1203 are integrated on the same chip or circuit board; in some other embodiments, any one or two of the processor 1201, the memory 1202 and the peripheral device interface 1203 may be implemented on a separate chip or circuit board, which is not limited in this embodiment.

The Radio Frequency circuit 1204 is used for receiving and transmitting RF (Radio Frequency) signals, also called electromagnetic signals. The radio frequency circuit 1204 communicates with a communication network and other communication devices by electromagnetic signals. The radio frequency circuit 1204 converts an electric signal into an electromagnetic signal to transmit, or converts a received electromagnetic signal into an electric signal. Optionally, the radio frequency circuit 1204 comprises: an antenna system, an RF transceiver, one or more amplifiers, a tuner, an oscillator, a digital signal processor, a codec chipset, a subscriber identity module card, and so forth. The radio frequency circuit 1204 may communicate with other terminals through at least one wireless communication protocol. The wireless communication protocols include, but are not limited to: the world wide web, metropolitan area networks, intranets, generations of mobile communication networks (2G, 3G, 4G, and 5G), Wireless local area networks, and/or WiFi (Wireless Fidelity) networks. In some embodiments, the rf circuit 1204 may further include NFC (Near Field Communication) related circuits, which are not limited in this application.

The display screen 1205 is used to display a UI (User Interface). The UI may include graphics, text, icons, video, and any combination thereof. When the display screen 1205 is a touch display screen, the display screen 1205 also has the ability to acquire touch signals on or over the surface of the display screen 1205. The touch signal may be input to the processor 1201 as a control signal for processing. At this point, the display 1205 may also be used to provide virtual buttons and/or a virtual keyboard, also referred to as soft buttons and/or a soft keyboard. In some embodiments, the display 1205 may be one, providing the front panel of the computer device 1200; in other embodiments, the display 1205 may be at least two, respectively disposed on different surfaces of the computer device 1200 or in a folded design; in still other embodiments, the display 1205 may be a flexible display disposed on a curved surface or on a folded surface of the computer device 1200. Even further, the display screen 1205 may be arranged in a non-rectangular irregular figure, i.e., a shaped screen. The Display panel 1205 can be made of a material such as an LCD (Liquid Crystal Display), an OLED (organic light-Emitting Diode), and the like.

Camera assembly 1206 is used to capture images or video. Optionally, camera assembly 1206 includes a front camera and a rear camera. Generally, a front camera is disposed at a front panel of the terminal, and a rear camera is disposed at a rear surface of the terminal. In some embodiments, the number of the rear cameras is at least two, and each rear camera is any one of a main camera, a depth-of-field camera, a wide-angle camera and a telephoto camera, so that the main camera and the depth-of-field camera are fused to realize a background blurring function, and the main camera and the wide-angle camera are fused to realize panoramic shooting and VR (Virtual Reality) shooting functions or other fusion shooting functions. In some embodiments, camera assembly 1206 may also include a flash. The flash lamp can be a monochrome temperature flash lamp or a bicolor temperature flash lamp. The double-color-temperature flash lamp is a combination of a warm-light flash lamp and a cold-light flash lamp, and can be used for light compensation at different color temperatures.

The audio circuitry 1207 may include a microphone and a speaker. The microphone is used for collecting sound waves of a user and the environment, converting the sound waves into electric signals, and inputting the electric signals into the processor 1201 for processing or inputting the electric signals into the radio frequency circuit 1204 to achieve voice communication. For stereo capture or noise reduction purposes, the microphones may be multiple and located at different locations on the computer device 1200. The microphone may also be an array microphone or an omni-directional pick-up microphone. The speaker is used to convert electrical signals from the processor 1201 or the radio frequency circuit 1204 into sound waves. The loudspeaker can be a traditional film loudspeaker or a piezoelectric ceramic loudspeaker. When the speaker is a piezoelectric ceramic speaker, the speaker can be used for purposes such as converting an electric signal into a sound wave audible to a human being, or converting an electric signal into a sound wave inaudible to a human being to measure a distance. In some embodiments, the audio circuitry 1207 may also include a headphone jack.

The Location component 1208 is used to locate a current geographic Location of the computer device 1200 for navigation or LBS (Location Based Service). The Positioning component 1208 can be based on the Global Positioning System (GPS) in the united states, the beidou System in china, the Global Navigation Satellite System (GLONASS) in russia, or the galileo System in europe.

The power supply 1209 is used to power the various components in the computer device 1200. The power source 1209 may be alternating current, direct current, disposable or rechargeable. When the power source 1209 includes a rechargeable battery, the rechargeable battery may be a wired rechargeable battery or a wireless rechargeable battery. The wired rechargeable battery is a battery charged through a wired line, and the wireless rechargeable battery is a battery charged through a wireless coil. The rechargeable battery may also be used to support fast charge technology.

In some embodiments, the computer device 1200 also includes one or more sensors 1210. The one or more sensors 1210 include, but are not limited to: acceleration sensor 1211, gyro sensor 1212, pressure sensor 1213, fingerprint sensor 1214, optical sensor 1215, and proximity sensor 1216.

The acceleration sensor 1211 may detect magnitudes of accelerations on three coordinate axes of a coordinate system established with the computer apparatus 1200. For example, the acceleration sensor 1211 may be used to detect components of the gravitational acceleration in three coordinate axes. The processor 1201 may control the touch display 1205 to display the user interface in a landscape view or a portrait view according to the gravitational acceleration signal collected by the acceleration sensor 1211. The acceleration sensor 1211 may also be used for acquisition of motion data of a game or a user.

The gyro sensor 1212 may detect a body direction and a rotation angle of the computer device 1200, and the gyro sensor 1212 may collect a 3D motion of the user on the computer device 1200 in cooperation with the acceleration sensor 1211. The processor 1201 can implement the following functions according to the data collected by the gyro sensor 1212: motion sensing (such as changing the UI according to a user's tilting operation), image stabilization at the time of photographing, game control, and inertial navigation.

Pressure sensors 1213 may be disposed on the side bezel of computer device 1200 and/or on the underlying layers of touch display 1205. When the pressure sensor 1213 is disposed on the side frame of the computer device 1200, the holding signal of the user to the computer device 1200 can be detected, and the processor 1201 performs left-right hand recognition or quick operation according to the holding signal acquired by the pressure sensor 1213. When the pressure sensor 1213 is disposed at a lower layer of the touch display screen 1205, the processor 1201 controls the operability control on the UI interface according to the pressure operation of the user on the touch display screen 1205. The operability control comprises at least one of a button control, a scroll bar control, an icon control and a menu control.

The fingerprint sensor 1214 is used for collecting a fingerprint of the user, and the processor 1201 identifies the user according to the fingerprint collected by the fingerprint sensor 1214, or the fingerprint sensor 1214 identifies the user according to the collected fingerprint. When the user identity is identified as a trusted identity, the processor 1201 authorizes the user to perform relevant sensitive operations, including unlocking a screen, viewing encrypted information, downloading software, paying, changing settings, and the like. The fingerprint sensor 1214 may be provided on the front, back or side of the computer device 1200. When a physical key or vendor Logo is provided on the computer device 1200, the fingerprint sensor 1214 may be integrated with the physical key or vendor Logo.

The optical sensor 1215 is used to collect the ambient light intensity. In one embodiment, the processor 1201 may control the display brightness of the touch display 1205 according to the ambient light intensity collected by the optical sensor 1215. Specifically, when the ambient light intensity is high, the display brightness of the touch display panel 1205 is increased; when the ambient light intensity is low, the display brightness of the touch display panel 1205 is turned down. In another embodiment, processor 1201 may also dynamically adjust the camera head 1206 shooting parameters based on the ambient light intensity collected by optical sensor 1215.

A proximity sensor 1216, also called a distance sensor, is generally provided on a front panel of the computer apparatus 1200. The proximity sensor 1216 is used to collect the distance between the user and the front of the computer device 1200. In one embodiment, the processor 1201 controls the touch display 1205 to switch from the bright screen state to the dark screen state when the proximity sensor 1216 detects that the distance between the user and the front of the computer device 1200 is gradually decreasing; when the proximity sensor 1216 detects that the distance between the user and the front of the computer device 1200 is gradually increased, the touch display 1205 is controlled by the processor 1201 to switch from the rest screen state to the bright screen state.

Those skilled in the art will appreciate that the configuration shown in FIG. 12 is not intended to be limiting of the computer device 1200 and may include more or fewer components than those shown, or some components may be combined, or a different arrangement of components may be used.

Fig. 13 is a schematic structural diagram of a computer device according to an exemplary embodiment of the present application. The computer device 1300 includes a Central Processing Unit (CPU)1301, a system memory 1304 including a Random Access Memory (RAM)1302 and a Read Only Memory (ROM)1303, and a system bus 1305 connecting the system memory 1304 and the central processing unit 1301. The computer device 1300 also includes a basic input/output system (I/O system) 1306, which facilitates transfer of information between devices within the computer, and a mass storage device 1307 for storing an operating system 1313, application programs 1314, and other program modules 1315.

The basic input/output system 1306 includes a display 1308 for displaying information and an input device 1309, such as a mouse, keyboard, etc., for a user to input information. Wherein the display 1308 and input device 1309 are connected to the central processing unit 1301 through an input-output controller 1310 connected to the system bus 1305. The basic input/output system 1306 may also include an input/output controller 1310 for receiving and processing input from a number of other devices, such as a keyboard, mouse, or electronic stylus. Similarly, input-output controller 1310 also provides output to a display screen, a printer, or other type of output device.

The mass storage device 1307 is connected to the central processing unit 1301 through a mass storage controller (not shown) connected to the system bus 1305. The mass storage device 1307 and its associated computer-readable media provide non-volatile storage for the computer device 1300. That is, the mass storage device 1307 may include a computer-readable medium (not shown) such as a hard disk or CD-ROM drive.

The computer readable media may include computer storage media and communication media. Computer storage media includes volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. Computer storage media includes RAM, ROM, EPROM, EEPROM, flash memory or other solid state memory technology, CD-ROM, DVD, or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices. Of course, those skilled in the art will appreciate that the computer storage media is not limited to the foregoing. The system memory 1304 and mass storage device 1307 described above may be collectively referred to as memory.

The computer device 1300 may connect to the internet or other network devices through the network interface unit 1311 connected to the system bus 1305.

The memory further includes one or more programs, the one or more programs are stored in the memory, and the central processing unit 1301 executes the one or more programs to implement all or part of the steps of the method shown in fig. 4 or 5.

In an exemplary embodiment, a non-transitory computer readable storage medium comprising instructions, such as a memory comprising computer programs (instructions), executable by a processor of a computer device to perform all or part of the steps of the methods shown in the various embodiments of the present application, is also provided. For example, the non-transitory computer readable storage medium may be a ROM, a Random Access Memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like.

Other embodiments of the present application will be apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. This application is intended to cover any variations, uses, or adaptations of the invention following, in general, the principles of the application and including such departures from the present disclosure as come within known or customary practice within the art to which the invention pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the application being indicated by the following claims.

It will be understood that the present application is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the application is limited only by the appended claims.

Claims

1. A searching and sequencing method for online lodging products is applied to an online travel agency OTA system, and comprises the following steps:

2. The method of claim 1, wherein searching for a first set of candidate accommodation products based on the user account and the geographic location comprises:

determining a preliminary screening candidate accommodation product set with a distance from the geographic position smaller than a threshold value in the candidate accommodation product set;

determining a rescreened candidate accommodation product set with the user account having the member identity in the primary screening candidate accommodation product set;

and sequencing the rescreened candidate accommodation product set according to the latest consumption time of the user account, and determining the candidate accommodation products sequenced at the top n as the first group of recommended accommodation products.

3. The method of claim 1, wherein searching for a second set of candidate accommodation products based on the user account number and the geographic location comprises:

in the primary screening candidate accommodation product set, determining a rescreened candidate accommodation product set which is interested by the user account according to the user portrait of the user account;

and sequencing the rescreened candidate accommodation product set according to a sequencing model, and determining the candidate accommodation products sequenced at the top m as the second group of recommended accommodation products.

4. The method of any of claims 1 to 3, further comprising:

acquiring member activities, wherein the member activities are activities of which the member identities have preset authority in the set top recommended accommodation products;

and in the search result, adding the member activities to the positions corresponding to the set top recommended accommodation products.

5. A searching and sequencing method for online lodging products is applied to an Online Travel Agency (OTA) client, and the OTA client logs in a user account, and the method comprises the following steps:

receiving a search result fed back by the OTA system;

6. The method of claim 5, wherein the top recommended lodging products are at least two and are ordered according to the most recent consumption time of the user account.

7. The method of claim 5, wherein the set-top recommended lodging product further comprises a membership activity, wherein the membership activity is an activity in which the membership has a predetermined right in the set-top recommended lodging product.

8. An apparatus for searching and sequencing on-line accommodation products, which is applied to an on-line travel agency OTA system, the apparatus comprising:

9. An apparatus for searching and sequencing online lodging products, which is applied to an online travel agency OTA client, wherein the OTA client logs in a user account, and the apparatus comprises:

10. A computer device comprising a processor and a memory, said memory having stored therein at least one instruction, at least one program, a set of codes, or a set of instructions, said at least one instruction, said at least one program, said set of codes, or set of instructions being loaded and executed by said processor to implement a method of search ranking for online lodging products according to any of claims 1 to 4.

11. A computer device comprising a processor and a memory, said memory having stored therein at least one instruction, at least one program, a set of codes, or a set of instructions, said at least one instruction, said at least one program, said set of codes, or set of instructions being loaded and executed by said processor to implement a method of search ranking for online lodging products according to any of claims 5 to 9.

12. A computer readable storage medium having stored therein at least one instruction, at least one program, a set of codes, or a set of instructions, which is loaded and executed by a processor to implement a method of search ranking of online lodging products according to any of claims 1 to 4.

13. A computer readable storage medium having stored therein at least one instruction, at least one program, a set of codes, or a set of instructions, which is loaded and executed by the processor to implement the method of search ranking of online lodging products according to any of claims 5 to 9.